Paper Citation Record · LEDGER

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant

As of 11 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2506.17363.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.17363 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:40:56.654540Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy9
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f8f4abec-cfbf-43c0-a71e-64e5d2620b5b · outbound

This paper cites How helpful do you expect the responses from an LLM-based TA to be?.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant How helpful do you expect the responses from an LLM-based TA to be?

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:40:56.814825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4e9d557f-4ecb-4078-94a4-daf45c2fab09 · outbound

This paper cites How much would you trust the responses from an LLM-based TA?.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant How much would you trust the responses from an LLM-based TA?

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:40:56.803294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2662ed14-1847-41f4-906f-1202db1ef1b5 · outbound

This paper cites How appropriate do you expect the style of the responses (clarity, tone, etc.)?.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant How appropriate do you expect the style of the responses (clarity, tone, etc.)?

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:40:56.791384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7600e2d4-fd3c-4ec6-b23f-6ab04e8b1f51 · outbound

This paper cites an unresolved cited work.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:40:56.838297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d2d66576-c09d-4a5b-a6b5-c98641e4142a · outbound

This paper cites chatGPT, Claude), do you agree that the LLA-TA is more specialized for this course? • Strongly Disagree • Disagree • Neutral • Agree • Strongly Agree.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant chatGPT, Claude), do you agree that the LLA-TA is more specialized for this course? • Strongly Disagree • Disagree • Neutral • Agree • Strongly Agree

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:40:56.719499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 17989973-9fb6-443b-a20f-2b8433c2e97e · outbound

This paper cites an unresolved cited work.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:40:56.825831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5913bde5-d0fb-4645-ada1-4ea09a630823 · outbound

This paper cites Compared to a human TA, how comfortable would you be asking questions to an LLM-based TA?.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant Compared to a human TA, how comfortable would you be asking questions to an LLM-based TA?

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:40:56.776926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 366c8605-290d-4ad4-b2bb-769f36c6df5a · outbound

This paper cites How helpful do you find the responses from an LLM-TA.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant How helpful do you find the responses from an LLM-TA

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:40:56.765345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e396bca1-7a74-47df-a631-063b40960b26 · outbound

This paper cites How much did you trust the responses from an LLM-based TA?.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant How much did you trust the responses from an LLM-based TA?

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:40:56.753994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bd9642fe-ecea-4110-a6cf-a9a0bc2e339c · outbound

This paper cites How appropriate did you find the style of the responses (clarity, tone, etc.) to be?.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant How appropriate did you find the style of the responses (clarity, tone, etc.) to be?

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:40:56.743061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 57c8a1a5-1652-4488-9fe6-f0158d893402 · outbound

This paper cites Compared to a human TA, how comfortable did you find asking questions to an LLM TA?.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant Compared to a human TA, how comfortable did you find asking questions to an LLM TA?

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:40:56.731584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 69e9a23b-fde5-4b2b-91f4-b1663201eddb · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant Text and Code Embeddings by Contrastive Pre-Training

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T23:40:56.610972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b52ee1e0-7d04-4d47-9273-95d036da7473 · outbound

This paper cites ChatEd: A Chatbot Leveraging ChatGPT for an Enhanced Learning Experience in Higher Education.

A Large-Scale Real-World Evaluation of LLM-Based Virtual Teaching Assistant ChatEd: A Chatbot Leveraging ChatGPT for an Enhanced Learning Experience in Higher Education

Reference 2023

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T23:40:56.692345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.